Mohamed El Banani

6 papers · 2020–2024 · 3 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (16) 🐣 Hot Topic Early Bird

Venues

CVPR (4) ICCV (1) WACV (1)

Top co-authors

Justin Johnson (5) David Novotny (1) Ignacio Rocco (1) Ben Graham (1) Karan Desai (1) Natalia Neverova (1) Abhishek Kar (1) Deqing Sun (1) Amit Raj (1) Leonidas Guibas (1)

Research topics

Computer Vision (5) Analysis (5) Deep Learning (4) Machine Learning (4) Learning Types · Machine Learning (4) Learning Types · Deep Learning (4) Artificial Intelligence (1) Robotics (1) Architectures (1) Capabilities (1) Core AI (1) Core Methods (1) Models (1) Processing (1)

Keywords

point cloud registration (3) self-supervised learning (3) rgb-d video (2) 3d reconstruction (2) representation learning (2) visual representation (1) image-to-image translation (1) viewpoint estimation (1) semantic similarity (1) differentiable rendering (1) language guidance (1) visual foundation model (1) 3d geometry (1) geometric consistency (1) novel object (1) zero-shot inference (1) geometric feature (1) probe analysis (1) 3d structure (1) correspondence estimation (1)

Papers

Probing the 3D Awareness of Visual Foundation Models CVPR 2024 Learning Visual Representations via Language-Guided Sampling CVPR 2023 Self-Supervised Correspondence Estimation via Multiview Registration WACV 2023 Bootstrap Your Own Correspondences ICCV 2021 UnsupervisedR&R: Unsupervised Point Cloud Registration via Differentiable Rendering CVPR 2021 Novel Object Viewpoint Estimation Through Reconstruction Alignment CVPR 2020